Upload Date | November 20 2024 03:42 AM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Xiaomi 21121210G |
Model ID | Xiaomi 21121210G |
Motherboard | taro |
Governor | walt |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 2 part 3400 revision 0 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.50 GHz |
Cluster 3 | 1 Core @ 3.00 GHz |
Memory Information | |
---|---|
Size | 10.91 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
542
100.7 IPS |
|
Image Classification (HP)
|
100% |
478
89.0 IPS |
|
Image Classification (Q)
|
100% |
1833
340.8 IPS |
|
Image Segmentation (SP)
|
100% |
615
9.97 IPS |
|
Image Segmentation (HP)
|
100% |
601
9.75 IPS |
|
Image Segmentation (Q)
|
98% |
2112
34.3 IPS |
|
Pose Estimation (SP)
|
100% |
2174
2.54 IPS |
|
Pose Estimation (HP)
|
100% |
2161
2.52 IPS |
|
Pose Estimation (Q)
|
84% |
4404
5.22 IPS |
|
Object Detection (SP)
|
100% |
379
30.1 IPS |
|
Object Detection (HP)
|
100% |
352
27.9 IPS |
|
Object Detection (Q)
|
83% |
1216
98.2 IPS |
|
Face Detection (SP)
|
100% |
1149
13.7 IPS |
|
Face Detection (HP)
|
100% |
1075
12.8 IPS |
|
Face Detection (Q)
|
95% |
2332
27.8 IPS |
|
Depth Estimation (SP)
|
100% |
1299
10.0 IPS |
|
Depth Estimation (HP)
|
99% |
1434
11.0 IPS |
|
Depth Estimation (Q)
|
64% |
2536
23.2 IPS |
|
Style Transfer (SP)
|
89% |
2480
3.22 IPS |
|
Style Transfer (HP)
|
89% |
2478
3.22 IPS |
|
Style Transfer (Q)
|
98% |
6634
8.55 IPS |
|
Image Super-Resolution (SP)
|
100% |
812
30.0 IPS |
|
Image Super-Resolution (HP)
|
100% |
809
29.9 IPS |
|
Image Super-Resolution (Q)
|
97% |
1680
62.3 IPS |
|
Text Classification (SP)
|
100% |
335
447.4 IPS |
|
Text Classification (HP)
|
100% |
336
448.1 IPS |
|
Text Classification (Q)
|
88% |
645
869.7 IPS |
|
Machine Translation (SP)
|
100% |
592
10.2 IPS |
|
Machine Translation (HP)
|
100% |
671
11.6 IPS |
|
Machine Translation (Q)
|
50% |
476
16.9 IPS |